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DelayStage is a simple yet effective stage delay scheduling strategy to interleave the cluster resources across the parallel stages, so as to increase the cluster resource utilization and speed up the job performance.
ebrowser, an energy-efficient and lightweight human interaction framework without degrading the user experience in mobile Web browsers.
HarmonyBatch is a cost-efficient resource provisioning framework designed to achieve predictable performance for multi-SLO DNN inference with heterogeneous serverless functions
iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.
iSpot is a lightweight and cost-effective instance provisioning framework for Directed Acyclic Graph (DAG)-style big data analytics, in order to guarantee the application performance on cloud transient servers (i.e., EC2 spot instances, GCE preemptible instances) while minimizing the budget cost.
How to run the distributed TensorFlow in a Kubernetes cluster
λDNN is a cost-efficient function resource provisioning framework to minimize the monetary cost and guarantee the performance for DDNN training workloads in serverless platforms.
Opara is a lightweight and resource-aware DNN Operator parallel scheduling framework to accelerate the execution of DNN inference on GPUs.
Reading paper list for iCloud group
Prophet is a predictable communication scheduling strategy to schedule the gradient transfer in an adequate order, with the aim of maximizing the GPU and network resource utilization.
spotDNN is a heterogeneity-aware spot instance provisioning framework to provide predictable performance for DDNN training workloads in the cloud.
Tetris, a model predictive control (MPC)-based container scheduling strategy to judiciously make migration decisions for long-running containerized workloads. Tetris can achieve the long-term optimization of container scheduling to circumvent invalid migrations as many as possible, by jointly optimizing the cluster load balancing and container migration cost over a certain sliding time window.
U2CMigration is a User-Unaware Container live Migration strategy for containerized workloads
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.